Pith Number

pith:FTRYG7DG

pith:2025:FTRYG7DGMDJTINWBYARLHLT5SL

not attested not anchored not stored refs pending

AirLLM: Diffusion Policy-based Adaptive LoRA for Remote Fine-Tuning of LLM over the Air

Honggang Zhang, Jianhang Zhu, Rongpeng Li, Shiyi Yang, Xiaoxue Yu, Zhifeng Zhao

arxiv:2507.11515 v1 · 2025-07-15 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FTRYG7DGMDJTINWBYARLHLT5SL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:37:40.344734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ce3837c6660d33436c1c022b3ae7d92c793b087a2f1dcef2d9e1e0a5afaeef4

Aliases

arxiv: 2507.11515 · arxiv_version: 2507.11515v1 · doi: 10.48550/arxiv.2507.11515 · pith_short_12: FTRYG7DGMDJT · pith_short_16: FTRYG7DGMDJTINWB · pith_short_8: FTRYG7DG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/FTRYG7DGMDJTINWBYARLHLT5SL \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2ce3837c6660d33436c1c022b3ae7d92c793b087a2f1dcef2d9e1e0a5afaeef4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31c0ce43fb8e8bd20e8f93bf2ac00f4b7623cd99a176ea5226dc447fe50826cb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-15T17:36:37Z",
    "title_canon_sha256": "b47d6655fb673d04f9f5123adf12dca3c68d4a96f45620427a15dce4d7d75392"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11515",
    "kind": "arxiv",
    "version": 1
  }
}